Oversampling Tabular Data with Deep Generative Models: Is it worth the effort?

Ramiro Daniel Camino, Radu State, Christian A. Hammerschmidt

Abstract: In practice, machine learning experts are often confronted with imbalanced data. Without accounting for the imbalance, common classifiers perform poorly, and standard evaluation metrics mislead the...